Nonlinear Analysis of Built-in Sensor in Smart Device under the Condition of Voice Actuating

A built-in sensor in a smart device, such as the accelerometer and the gyroscope, will produce an obvious nonlinear output when it receives voice signal. In this paper, based on the chaotic theory, the nonlinearity of smartphone built-in accelerometer is revealed by phase space reconstructing after...

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Bibliographic Details
Main Authors: Ning Zhao, Yuhe Liu, Junjie Shen
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Future Internet
Subjects:
Online Access:https://www.mdpi.com/1999-5903/11/3/81
Description
Summary:A built-in sensor in a smart device, such as the accelerometer and the gyroscope, will produce an obvious nonlinear output when it receives voice signal. In this paper, based on the chaotic theory, the nonlinearity of smartphone built-in accelerometer is revealed by phase space reconstructing after we calculate several nonlinearity characteristics, such as best delay time, embedding dimension, and the attractor of accelerometer system, under the condition of voice commands inputting. The results of theoretical calculation and experiments show that this specific nonlinearity could lay a foundation for further signal extraction and analysis.
ISSN:1999-5903